My breath hitched as I stared at the teacher roster. Mr. Finch. My own fourth-grade teacher. The one who always made me feel like an utter failure. A flush of heat crept up my neck, and I fidgeted, unable to keep still.

I pictured the classroom, the smell of chalk dust, the rigid structure. My stomach twisted. I wanted to call my own mother, tell her to fix it, to somehow change the assignment. I felt a deep, unsettling unrest, a feeling that a piece of my past was about to repeat itself.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217